2 papers
stat.ME2026
Nonparametric heterogeneous causal mediation with orthogonal machine learning
Jiaqi Tong, Yi Zhao, Bhramar Mukherjee +1
Causal mediation analysis decomposes the total effect of an intervention on an outcome into a direct pathway and an indirect pathway transmitted through a mediator, but standard me…
stat.ME2022
Mediation Analysis with Multiple Exposures and Multiple Mediators
Yi Zhao
A mediation analysis approach is proposed for multiple exposures, multiple mediators, and a continuous scalar outcome under the linear structural equation modeling framework. It as…